Costas J. Spanos

185 papers A* 12A 2B 3C 19Journal 85Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Representation Learning Enhanced Deep Reinforcement Learning for Optimal Operation of Hydrogen-based Multi-Energy Systems. CoRR Zhenyu Pu, Yu Yang, Lun Yang, Qing-Shan Jia, Xiaohong Guan, Costas J. Spanos
2025	J	`jnl`	AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond. CoRR Shangding Gu, Xiaohan Wang, Donghao Ying, Haoyu Zhao, Runing Yang, Ming Jin, Boyi Li, Marco Pavone, Serena Yeung-Levy, Jun Wang, Dawn Song, Costas J. Spanos
2025	J	`jnl`	Agentic Web: Weaving the Next Web with AI Agents. CoRR Yingxuan Yang, Mulei Ma, Yuxuan Huang, Huacan Chai, Chenyu Gong, Haoran Geng, Yuanjian Zhou, Ying Wen, Meng Fang, Muhao Chen, Shangding Gu, Ming Jin, Costas J. Spanos, Yang Yang, Pieter Abbeel, Dawn Song, Weinan Zhang, Jun Wang
2025	J	`jnl`	An Equivalent and Unified Virtual Battery Modeling Framework for Flexibility Characterization of Building HVAC Systems. CoRR Qi Zhu, Yu Yang, Liang Yu, Qing-Shan Jia, Costas J. Spanos, Xiaohong Guan
2025	J	`jnl`	Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision. CoRR Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos
2025	J	`jnl`	Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond. CoRR Shangding Gu, Donghao Ying, Ming Jin, Yu Joe Lu, Jun Wang, Javad Lavaei, Costas J. Spanos
2025	J	`jnl`	Reward-Safety Balance in Offline Safe RL via Diffusion Regularization. CoRR Junyu Guo, Zhi Zheng, Donghao Ying, Ming Jin, Shangding Gu, Costas J. Spanos, Javad Lavaei
2025	A*	`conf`	Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning. ICLR Shangding Gu, Laixi Shi, Muning Wen, Ming Jin, Eric Mazumdar, Yuejie Chi, Adam Wierman, Costas J. Spanos
2025	J	`jnl`	Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning. CoRR Shangding Gu, Laixi Shi, Muning Wen, Ming Jin, Eric Mazumdar, Yuejie Chi, Adam Wierman, Costas J. Spanos
2025	J	`jnl`	Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics. CoRR Josip Josifovski, Shangding Gu, Mohammadhossein Malmir, Haoliang Huang, Sayantan Auddy, Nicolás Navarro-Guerrero, Costas J. Spanos, Alois Knoll
2025	J	`jnl`	StyleBench: Evaluating thinking styles in Large Language Models. CoRR Junyu Guo, Shangding Gu, Ming Jin, Costas J. Spanos, Javad Lavaei
2024	A*	`conf`	Active Reinforcement Learning for Robust Building Control. AAAI Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
2024	A*	`conf`	Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation. NeurIPS Shangding Gu, Laixi Shi, Yuhao Ding, Alois Knoll, Costas J. Spanos, Adam Wierman, Ming Jin
2024	J	`jnl`	Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation. CoRR Shangding Gu, Laixi Shi, Yuhao Ding, Alois Knoll, Costas J. Spanos, Adam Wierman, Ming Jin
2023	J	`jnl`	Active Reinforcement Learning for Robust Building Control. CoRR Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
2023	J	`jnl`	From Electronic Design Automation to Building Design Automation: Challenges and Opportunities. CoRR Yu-Wen Lin, Tsz Ling Elaine Tang, Alberto L. Sangiovanni-Vincentelli, Stefano Schiavon, Costas J. Spanos
2023	—	`conf`	Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. BuildSys Doseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos
2023	J	`jnl`	Toward Platform-based Building Design. CoRR Yu-Wen Lin, Tsz Ling Elaine Tang, Stefano Schiavon, Costas J. Spanos
2022	J	`jnl`	A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features. CoRR Yu Yang, Xiaohong Guan, Qing-Shan Jia, Liang Yu, Bolun Xu, Costas J. Spanos
2022	—	`conf`	Adversarial poisoning attacks on reinforcement learning-driven energy pricing. BuildSys Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos
2022	J	`jnl`	Asset Participation and Aggregation in Incentive-Based Demand Response Programs. CoRR Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
2022	J	`jnl`	Conditional Synthetic Data Generation for Personal Thermal Comfort Models. CoRR Hari Prasanna Das, Costas J. Spanos
2022	A*	`conf`	Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. AAAI Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
2022	—	`conf`	Improved dequantization and normalization methods for tabular data pre-processing in smart buildings. BuildSys Hari Prasanna Das, Costas J. Spanos
2022	J	`jnl`	Machine Learning for Smart and Energy-Efficient Buildings. CoRR Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Ján Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos
2022	J	`jnl`	Optimal Network Charge for Peer-to-Peer Energy Trading: A Grid Perspective. CoRR Yu Yang, Yue Chen, Guoqiang Hu, Costas J. Spanos
2022	—	`conf`	Optimizing participation of buildings and aggregations in incentive-based demand response programs: poster abstract. BuildSys Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
2022	J	`jnl`	Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning. CoRR Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
2022	J	`jnl`	Proximal ADMM for Nonconvex and Nonsmooth Optimization. CoRR Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
2022	J	`jnl`	Proximal ADMM for nonconvex and nonsmooth optimization. Autom. Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
2022	J	`jnl`	Stochastic Optimal Control of HVAC System for Energy-Efficient Buildings. IEEE Trans. Control. Syst. Technol. Yu Yang, Guoqiang Hu, Costas J. Spanos
2022	—	`conf`	Synthetic personal thermal comfort data generation: poster abstract. BuildSys Hari Prasanna Das, Costas J. Spanos
2022	—	`conf`	Time series-based deep learning model for personal thermal comfort prediction. e-Energy Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
2022	J	`jnl`	smartSDH: An Experimental Study of Mechanism-Based Building Control. IEEE Syst. J. Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy, Tanya Veeravalli, Costas J. Spanos, Roy Dong
2021	—	`conf`	Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control. e-Energy William F. Arnold, Tarang Srivastava, Lucas Spangher, Utkarsha Agwan, Costas J. Spanos
2021	J	`jnl`	Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control. CoRR William F. Arnold, Tarang Srivastava, Lucas Spangher, Utkarsha Agwan, Costas J. Spanos
2021	—	`conf`	Asset Participation and Aggregation in Incentive-Based Demand Response Programs. SmartGridComm Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
2021	J	`jnl`	CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training. CoRR Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos
2021	J	`jnl`	Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. CoRR Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoff Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
2021	—	`ch.`	Deep Learning and Unsupervised Domain Adaptation for WiFi-based Sensing. Generalization with Deep Learning Jianfei Yang, Han Zou, Lihua Xie, Costas J. Spanos
2021	J	`jnl`	Distributed Control of Multizone HVAC Systems Considering Indoor Air Quality. IEEE Trans. Control. Syst. Technol. Yu Yang, Seshadhri Srinivasan, Guoqiang Hu, Costas J. Spanos
2021	—	`conf`	Hybrid Approach for Digital Twins in the Built Environment. e-Energy Yu-Wen Lin, Tsz Ling Elaine Tang, Costas J. Spanos
2021	J	`jnl`	Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs. CoRR Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos
2021	—	`conf`	Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs. BuildSys Doseok Jang, Lucas Spangher, Tarang Srivastava, Manan Khattar, Utkarsha Agwan, Selvaprabu Nadarajah, Costas J. Spanos
2021	—	`conf`	Offline-online reinforcement learning for generalizing demand response price-setting to energy systems. BuildSys Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos
2021	—	`conf`	Optimal Composition of Prosumer Aggregations. ISGT-Europe Utkarsha Agwan, Kameshwar Poolla, Costas J. Spanos
2021	J	`jnl`	Optimal Sharing and Fair Cost Allocation of Community Energy Storage. IEEE Trans. Smart Grid Yu Yang, Guoqiang Hu, Costas J. Spanos
2021	—	`conf`	Pricing in Prosumer Aggregations using Reinforcement Learning. e-Energy Utkarsha Agwan, Lucas Spangher, William F. Arnold, Tarang Srivastava, Kameshwar Poolla, Costas J. Spanos
2021	—	`conf`	Unsupervised personal thermal comfort prediction via adversarial domain adaptation. BuildSys Hari Prasanna Das, Stefano Schiavon, Costas J. Spanos
2021	—	`conf`	Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. e-Energy Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos
2021	J	`jnl`	Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. CoRR Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos
2020	J	`jnl`	A Proximal Linearization-based Decentralized Method for Nonconvex Problems with Nonlinear Constraints. CoRR Yu Yang, Guoqiang Hu, Costas J. Spanos
2020	C	`conf`	A Survey of Failure Mechanisms and Statistics for Critical Electrical Equipment in Buildings. IECON Rohit Chandra, Naga Brahmendra Yadav Gorla, Aravinth Subramaniam, Hasmat Malik, Sanjib Kumar Panda, Kameshwar Poolla, Costas J. Spanos
2020	J	`jnl`	Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot. IEEE Internet Things J. Han Zou, Chunlin Chen, Maoxun Li, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
2020	J	`jnl`	CausalBG: Causal Recurrent Neural Network for the Blood Glucose Inference With IoT Platform. IEEE Internet Things J. Miao He, Weixi Gu, Ying Kong, Lin Zhang, Costas J. Spanos, Khalid M. Mosalam
2020	C	`conf`	Demonstration of Transactive Control of Commercial Buildings as Energy Nodes. IECON Rohit Chandra, K. R. Krishnanand, Hoan Thong, Edwin Goh, Sanjib Kumar Panda, Costas J. Spanos
2020	J	`jnl`	Distributed Control of Multi-zone HVAC Systems Considering Indoor Air Quality. CoRR Yu Yang, Seshadhri Srinivasan, Guoqiang Hu, Costas J. Spanos
2020	J	`jnl`	Efficient Sensor Deployments for Spatio-Temporal Environmental Monitoring. IEEE Trans. Syst. Man Cybern. Syst. Linh V. Nguyen, Guoqiang Hu, Costas J. Spanos
2020	J	`jnl`	HVAC Energy Cost Optimization for a Multizone Building via a Decentralized Approach. IEEE Trans Autom. Sci. Eng. Yu Yang, Guoqiang Hu, Costas J. Spanos
2020	J	`jnl`	Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems. IEEE Trans Autom. Sci. Eng. Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
2020	J	`jnl`	Optimal Sharing and and Fair Cost Allocation of Community Energy Storage. CoRR Yu Yang, Guoqiang Hu, Costas J. Spanos
2020	—	`conf`	Prospective Experiment for Reinforcement Learning on Demand Response in a Social Game Framework. e-Energy Lucas Spangher, Akash Gokul, Manan Khattar, Joseph Palakapilly, Akaash Tawade, Adam Bouyamourn, Alex Devonport, Costas J. Spanos
2020	J	`jnl`	Selling Renewable Utilization Service to Consumers via Cloud Energy Storage. CoRR Yu Yang, Utkarsha Agwan, Guoqiang Hu, Costas J. Spanos
2020	—	`conf`	Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore. e-Energy Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
2020	J	`jnl`	smartSDH: A Mechanism Design Approach to Building Control. CoRR Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong
2019	C	`conf`	A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks. ICMLA Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2019	J	`jnl`	A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks. CoRR Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2019	A*	`conf`	Consensus Adversarial Domain Adaptation. AAAI Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos
2019	J	`jnl`	Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure. CoRR Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos
2019	J	`jnl`	Dimensionality Reduction Flows. CoRR Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos
2019	J	`jnl`	Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. CoRR Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
2019	J	`jnl`	Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. Proc. VLDB Endow. Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
2019	J	`jnl`	HVAC Energy Cost Optimization for a Multi-zone Building via a Decentralized Approach. CoRR Yu Yang, Guoqiang Hu, Costas J. Spanos
2019	J	`jnl`	Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data. IEEE Trans Autom. Sci. Eng. Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
2019	J	`jnl`	Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition. IEEE Internet Things J. Han Zou, Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
2019	J	`jnl`	Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks. IEEE Trans. Ind. Electron. Yuxun Zhou, Reza Arghandeh, Han Zou, Costas J. Spanos
2019	J	`jnl`	Stochastic Optimal Control of HVAC system for Energy-efficient Buildings. CoRR Yu Yang, Guoqiang Hu, Costas J. Spanos
2019	A	`conf`	Towards Efficient Data Valuation Based on the Shapley Value. AISTATS Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
2019	J	`jnl`	Towards Efficient Data Valuation Based on the Shapley Value. CoRR Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
2019	J	`jnl`	Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service. IEEE Internet Things J. Han Zou, Yuxun Zhou, Jianfei Yang, Costas J. Spanos
2019	—	`conf`	WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. CVPR Workshops Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos
2018	J	`jnl`	A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University. CoRR Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2018	J	`jnl`	A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems. ACM Trans. Sens. Networks Fisayo Caleb Sangogboye, Ruoxi Jia, Tianzhen Hong, Costas J. Spanos, Mikkel Baun Kjærgaard
2018	J	`jnl`	A Robust Utility Learning Framework via Inverse Optimization. IEEE Trans. Control. Syst. Technol. Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2018	J	`jnl`	Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building. Sensors Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Chris Soyza, Alexandre M. Bayen, Costas J. Spanos
2018	—	`conf`	DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network. ICC Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
2018	J	`jnl`	Design Automation for Smart Building Systems. Proc. IEEE Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
2018	—	`conf`	Distributed Model Predictive Control of a HVAC System via a Projected Subgradient Method. ICCA Yipeng Pang, Guoqiang Hu, Costas J. Spanos
2018	J	`jnl`	Energy Management Considering Load Operations and Forecast Errors With Application to HVAC Systems. IEEE Trans. Smart Grid Kai Ma, Guoqiang Hu, Costas J. Spanos
2018	C	`conf`	Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos
2018	A*	`conf`	Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis. AAAI Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos
2018	J	`jnl`	Occupancy Detection via Environmental Sensing. IEEE Trans Autom. Sci. Eng. Ming Jin, Nikolaos Bekiaris-Liberis, Kevin Weekly, Costas J. Spanos, Alexandre M. Bayen
2018	J	`jnl`	One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy. CoRR Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas J. Spanos
2018	J	`jnl`	Partial Knowledge Data-Driven Event Detection for Power Distribution Networks. IEEE Trans. Smart Grid Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
2018	C	`conf`	Poisoning Attacks on Data-Driven Utility Learning in Games. ACC Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos
2018	B	`conf`	Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation. ICCCN Han Zou, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
2018	J	`jnl`	Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso. CoRR Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
2018	J	`jnl`	Stochastic Model Predictive Control with adaptive constraint tightening for non-conservative chance constraints satisfaction. Autom. Diego Muñoz-Carpintero, Guoqiang Hu, Costas J. Spanos
2018	A*	`conf`	WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
2018	—	`conf`	WiFi-enabled Device-free Gesture Recognition for Smart Home Automation. ICCA Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
2017	J	`jnl`	A Robust Utility Learning Framework via Inverse Optimization. CoRR Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2017	C	`conf`	A luenberger observer-based fault detection and identification scheme for photovoltaic DC-DC converters. IECON Palak Jain, Li Jian, Jason Poon, Costas J. Spanos, Seth R. Sanders, Jian-Xin Xu, Sanjib Kumar Panda
2017	B	`conf`	Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning. WCNC Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
2017	C	`conf`	BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang
2017	—	`conf`	BikeSafe: bicycle behavior monitoring via smartphones. UbiComp/ISWC Adjunct Weixi Gu, Yunxin Liu, Yuxun Zhou, Zimu Zhou, Costas J. Spanos, Lin Zhang
2017	—	`conf`	Distributed model predictive control of bilinear HVAC systems using a convexification method. ASCC Zheming Wang, Guoqiang Hu, Costas J. Spanos
2017	—	`conf`	Efficient spatio-temporal sensor deployments: A smart building application. ICCA Linh Nguyen, Guoqiang Hu, Costas J. Spanos
2017	B	`conf`	FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
2017	—	`conf`	FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
2017	—	`conf`	Indoor environmental quality monitoring by autonomous mobile sensing. BuildSys Ming Jin, Shichao Liu, Yulun Tian, Mingjian Lu, Stefano Schiavon, Costas J. Spanos
2017	A	`conf`	Inverse Reinforcement Learning via Deep Gaussian Process. UAI Ming Jin, Andreas C. Damianou, Pieter Abbeel, Costas J. Spanos
2017	C	`conf`	Leveraging correlations in utility learning. ACC Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos
2017	C	`conf`	Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. ICMLA Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
2017	J	`jnl`	Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
2017	—	`conf`	Optimal sensor-controller codesign for privacy in dynamical systems. CDC Ruoxi Jia, Roy Dong, Shankar Sastry, Costas J. Spanos
2017	—	`conf`	PAD: protecting anonymity in publishing building related datasets. BuildSys Ruoxi Jia, Fisayo Caleb Sangogboye, Tianzhen Hong, Costas J. Spanos, Mikkel Baun Kjærgaard
2017	A*	`conf`	Parametric Dual Maximization for Non-Convex Learning Problems. AAAI Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos
2017	A*	`conf`	Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning. MobiCom Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
2017	—	`conf`	Privacy-enhanced architecture for occupancy-based HVAC Control. ICCPS Ruoxi Jia, Roy Dong, S. Shankar Sastry, Costas J. Spanos
2017	—	`conf`	Privacy-preserving building-related data publication using PAD. BuildSys Ruoxi Jia, Fisayo Caleb Sangogboye, Tianzhen Hong, Costas J. Spanos, Mikkel Baun Kjærgaard
2017	—	`conf`	Reliability of high renewable penetration microgrid facilitated by coordination of air conditioning system and cooling fans. CASE Zhanbo Xu, Guoqiang Hu, Costas J. Spanos
2017	—	`conf`	Spatio-temporal environmental monitoring for smart buildings. ICCA Linh Nguyen, Guoqiang Hu, Costas J. Spanos
2017	J	`jnl`	SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Weixi Gu, Yuxun Zhou, Zimu Zhou, Xi Liu, Han Zou, Pei Zhang, Costas J. Spanos, Lin Zhang
2017	—	`conf`	Towards a theory of free-lunch privacy in cyber-physical systems. Allerton Ruoxi Jia, Roy Dong, Prashanth Ganesh, Shankar Sastry, Costas J. Spanos
2017	J	`jnl`	Virtual Occupancy Sensing: Using Smart Meters to Indicate Your Presence. IEEE Trans. Mob. Comput. Ming Jin, Ruoxi Jia, Costas J. Spanos
2017	J	`jnl`	WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation. IEEE Trans. Wirel. Commun. Han Zou, Ming Jin, Hao Jiang, Lihua Xie, Costas J. Spanos
2016	A*	`conf`	A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster. MobiCom Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
2016	—	`conf`	Abnormal event detection with high resolution micro-PMU data. PSCC Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Alexandra von Meier, Costas J. Spanos
2016	—	`conf`	Causal meets Submodular: Subset Selection with Directed Information. NIPS Yuxun Zhou, Costas J. Spanos
2016	C	`conf`	Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method. ACC Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos, Shayaan Abdullah, Costas J. Spanos
2016	—	`conf`	Diagnosing wind turbine faults using machine learning techniques applied to operational data. ICPHM Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino
2016	—	`conf`	Fusing system configuration information for building cooling plant Fault Detection and severity level identification. CASE Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
2016	—	`conf`	Inverse modeling of non-cooperative agents via mixture of utilities. CDC Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos, S. Shankar Sastry
2016	J	`jnl`	MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further? Sensors Ruoxi Jia, Ming Jin, Han Zou, Yigitcan Yesilata, Lihua Xie, Costas J. Spanos
2016	C	`conf`	MetroEye: Smart Tracking Your Metro Trips Underground. MobiQuitous Weixi Gu, Ming Jin, Zimu Zhou, Costas J. Spanos, Lin Zhang
2016	—	`conf`	MetroEye: towards fine-grained passenger tracking underground. UbiComp Adjunct Weixi Gu, Ming Jin, Zimu Zhou, Costas J. Spanos, Lin Zhang
2016	—	`conf`	On a class of multi-parametric quadratic programming and its applications to machine learning. CDC Yuxun Zhou, Costas J. Spanos
2016	—	`conf`	Online learning of Contextual Hidden Markov Models for temporal-spatial data analysis. CDC Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
2016	—	`conf`	Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning. PAKDD (1) Yuxun Zhou, Jae Yeon Baek, Dan Li, Costas J. Spanos
2016	J	`jnl`	Privacy-Enhanced Architecture for Occupancy-based HVAC Control. CoRR Ruoxi Jia, Roy Dong, S. Shankar Sastry, Costas J. Spanos
2016	C	`conf`	Using Domain Knowledge Features for Wind Turbine Diagnostics. ICMLA R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino
2016	A*	`conf`	Veto-Consensus Multiple Kernel Learning. AAAI Yuxun Zhou, Ninghang Hu, Costas J. Spanos
2016	—	`conf`	WinIPS: WiFi-based non-intrusive IPS for online radio map construction. INFOCOM Workshops Han Zou, Ming Jin, Hao Jiang, Lihua Xie, Costas J. Spanos
2015	J	`jnl`	A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses. IEEE Trans. Ind. Informatics Kai Ma, Guoqiang Hu, Costas J. Spanos
2015	—	`conf`	A fully unsupervised non-intrusive load monitoring framework. SmartGridComm Ruoxi Jia, Yang Gao, Costas J. Spanos
2015	—	`conf`	BRIEF: Bayesian Regression of Infinite Expert Forecasters for single and multiple time series prediction. CDC Ming Jin, Costas J. Spanos
2015	J	`jnl`	Inverse Reinforcement Learning via Deep Gaussian Process. CoRR Ming Jin, Costas J. Spanos
2015	C	`conf`	Learning Convex Piecewise Linear Machine for Data-Driven Optimal Control. ICMLA Yuxun Zhou, Baihong Jin, Costas J. Spanos
2015	—	`conf`	Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. ICDM Workshops Yuxun Zhou, Dan Li, Costas J. Spanos
2015	—	`conf`	Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments. BuildSys Ruoxi Jia, Ming Jin, Han Zou, Yigitcan Yesilata, Lihua Xie, Costas J. Spanos
2015	—	`conf`	Power prediction through energy consumption pattern recognition for smart buildings. CASE Ming Jin, Lin Zhang, Costas J. Spanos
2015	—	`conf`	REST: a reliable estimation of stopping time algorithm for social game experiments. ICCPS Ming Jin, Lillian J. Ratliff, Ioannis C. Konstantakopoulos, Costas J. Spanos, Shankar Sastry
2015	—	`conf`	SoundLoc: Accurate room-level indoor localization using acoustic signatures. CASE Ruoxi Jia, Ming Jin, Zilong Chen, Costas J. Spanos
2014	J	`jnl`	Building-in-Briefcase (BiB). CoRR Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Alexandre M. Bayen, Costas J. Spanos
2014	C	`conf`	Cooperative demand response using repeated game for price-anticipating buildings in smart grid. ICARCV Kai Ma, Guoqiang Hu, Costas J. Spanos
2014	J	`jnl`	Distributed Energy Consumption Control via Real-Time Pricing Feedback in Smart Grid. IEEE Trans. Control. Syst. Technol. Kai Ma, Guoqiang Hu, Costas J. Spanos
2014	—	`conf`	Dynamics of electricity markets with unknown utility functions: An extremum seeking control approach. ICCA Kai Ma, Guoqiang Hu, Costas J. Spanos
2014	J	`jnl`	Environmental Sensing by Wearable Device for Indoor Activity and Location Estimation. CoRR Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos
2014	C	`conf`	Environmental sensing by wearable device for indoor activity and location estimation. IECON Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos
2014	C	`conf`	Modeling of end-use energy profile: An appliance-data-driven stochastic approach. IECON Zhaoyi Kang, Ming Jin, Costas J. Spanos
2014	J	`jnl`	PresenceSense: Zero-training Algorithm for Individual Presence Detection based on Power Monitoring. CoRR Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos
2014	—	`conf`	PresenceSense: zero-training algorithm for individual presence detection based on power monitoring. BuildSys Ming Jin, Ruoxi Jia, Zhaoyi Kang, Ioannis C. Konstantakopoulos, Costas J. Spanos
2014	C	`conf`	Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System. ICMLA Zhaoyi Kang, Costas J. Spanos
2014	J	`jnl`	Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System. CoRR Zhaoyi Kang, Costas J. Spanos
2014	J	`jnl`	Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis. CoRR Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
2014	—	`conf`	Social game for building energy efficiency: Incentive design. Allerton Lillian J. Ratliff, Ming Jin, Ioannis C. Konstantakopoulos, Costas J. Spanos, S. Shankar Sastry
2014	J	`jnl`	SoundLoc: Acoustic Method for Indoor Localization without Infrastructure. CoRR Ruoxi Jia, Ming Jin, Costas J. Spanos
2013	—	`conf`	Causal analysis for non-stationary time series in sensor-rich smart buildings. CASE Yuxun Zhou, Zhaoyi Kang, Lin Zhang, Costas J. Spanos
2013	—	`conf`	DEPEND: Density adaptive power efficient neighbor discovery for wearable body sensors. CASE Bin Li, Wei Feng, Lin Zhang, Costas J. Spanos
2013	—	`conf`	Energy consumption scheduling in smart grid: A non-cooperative game approach. ASCC Kai Ma, Guoqiang Hu, Costas J. Spanos
2013	—	`conf`	Low-cost coarse airborne particulate matter sensing for indoor occupancy detection. CASE Kevin Weekly, Donghyun Rim, Lin Zhang, Alexandre M. Bayen, William W. Nazaroff, Costas J. Spanos
2013	—	`conf`	Transmission power allocation for cooperative relay-based neighborhood area networks for smart grid. CASE Kai Ma, Guoqiang Hu, Costas J. Spanos
2013	—	`conf`	Virtual power sensing based on a multiple-hypothesis sequential test. SmartGridComm Zhaoyi Kang, Yuxun Zhou, Lin Zhang, Costas J. Spanos
2011	—	`conf`	Estimating the probability density function of critical path delay via partial least squares dimension reduction. ISQED Yu Ben, Costas J. Spanos
2011	—	`conf`	Non-Gaussian uncertainty propagation in statistical circuit simulation. ISQED Qian Ying Tang, Costas J. Spanos
2011	J	`jnl`	Physically Justifiable Die-Level Modeling of Spatial Variation in View of Systematic Across Wafer Variability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Lerong Cheng, Puneet Gupta, Costas J. Spanos, Kun Qian, Lei He
2011	J	`jnl`	Technology Variability From a Design Perspective. IEEE Trans. Circuits Syst. I Regul. Pap. Borivoje Nikolic, Ji-Hoon Park, Jaehwa Kwak, Bastien Giraud, Zheng Guo, Liang-Teck Pang, Seng Oon Toh, Ruzica Jevtic, Kun Qian, Costas J. Spanos
2010	—	`conf`	Yield-constrained digital circuit sizing via sequential geometric programming. ISQED Yu Ben, Laurent El Ghaoui, Kameshwar Poolla, Costas J. Spanos
2009	J	`jnl`	Measurement and Analysis of Variability in 45 nm Strained-Si CMOS Technology. IEEE J. Solid State Circuits Liang-Teck Pang, Kun Qian, Costas J. Spanos, Borivoje Nikolic
2009	A*	`conf`	Physically justifiable die-level modeling of spatial variation in view of systematic across wafer variability. DAC Lerong Cheng, Puneet Gupta, Costas J. Spanos, Kun Qian, Lei He
2005	—	`conf`	Modeling Within-Die Spatial Correlation Effects for Process-Design Co-Optimization. ISQED Paul Friedberg, Yu Cao, Jason Cain, Ruth Wang, Jan M. Rabaey, Costas J. Spanos
2004	C	`conf`	A class of impedance tomography based sensors for semiconductor manufacturing. ACC Michiel Krüger, Kameshwar Poolla, Costas J. Spanos
2002	C	`conf`	Electrical impedance tomography based sensors for semiconductor manufacturing. ACC Michiel Krüger, Kameshwar Poolla, Costas J. Spanos
1992	J	`jnl`	Statistical process control in semiconductor manufacturing. Proc. IEEE Costas J. Spanos
1986	J	`jnl`	Parameter Extraction for Statistical IC Process Characterization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Costas J. Spanos, Stephen W. Director